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Graphical and numerical diagnostic tools to assess multiple imputation models by posterior predictive checking
PROBLEM: The congenial of the imputation model is crucial for valid statistical inferences. Hence, it is important to develop methodologies for diagnosing imputation models. AIM: We propose and evaluate a new diagnostic method based on posterior predictive checking to diagnose the congeniality of fu...
Autores principales: | Cai, Mingyang, van Buuren, Stef, Vink, Gerko |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10285146/ https://www.ncbi.nlm.nih.gov/pubmed/37360073 http://dx.doi.org/10.1016/j.heliyon.2023.e17077 |
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